Voyage AI Rerank 2.5
First reranker with instruction-following capabilities enabling dynamic query steering and domain-specific optimization. Supports 32K token context (8x Cohere's) through advanced distillation techniques.
Model Information
- Provider
- Voyage AI
- License
- Proprietary
- Price per 1M tokens
- $0.050
- Release Date
- 2025-08-11
- Model Name
- voyage-rerank-2.5
- Total Evaluations
- 3300
Performance Record
Wins1915 (58.0%)
Losses1270 (38.5%)
Ties115 (3.5%)
Wins
Losses
Ties
Performance Overview
ELO ratings by dataset
Voyage AI Rerank 2.5's ELO performance varies across different benchmark datasets, showing its strengths in specific domains.
Voyage AI Rerank 2.5 - ELO by Dataset
Detailed Metrics
Dataset breakdown
Performance metrics across different benchmark datasets, including accuracy and latency percentiles.
DBPedia
ELO 168058.7% WR323W-188L-39T
Accuracy Metrics
- nDCG@5
- 0.000
- nDCG@10
- 0.000
- Recall@5
- 0.000
- Recall@10
- 0.000
Latency Distribution
- Mean
- 583ms
- P50 (Median)
- 613ms
- P90
- 632ms
business reports
ELO 163861.5% WR338W-202L-10T
Accuracy Metrics
- nDCG@5
- 0.000
- nDCG@10
- 0.000
- Recall@5
- 0.000
- Recall@10
- 0.000
Latency Distribution
- Mean
- 612ms
- P50 (Median)
- 521ms
- P90
- 734ms
FiQa
ELO 162767.1% WR369W-167L-14T
Accuracy Metrics
- nDCG@5
- 0.108
- nDCG@10
- 0.119
- Recall@5
- 0.098
- Recall@10
- 0.128
Latency Distribution
- Mean
- 627ms
- P50 (Median)
- 611ms
- P90
- 814ms
arguana
ELO 150859.1% WR325W-221L-4T
Accuracy Metrics
- nDCG@5
- 0.536
- nDCG@10
- 0.543
- Recall@5
- 0.960
- Recall@10
- 0.980
Latency Distribution
- Mean
- 675ms
- P50 (Median)
- 612ms
- P90
- 820ms
MSMARCO
ELO 145146.4% WR255W-247L-48T
Accuracy Metrics
- nDCG@5
- 0.000
- nDCG@10
- 0.000
- Recall@5
- 0.000
- Recall@10
- 0.000
Latency Distribution
- Mean
- 571ms
- P50 (Median)
- 611ms
- P90
- 647ms
PG
ELO 136055.5% WR305W-245L-0T
Accuracy Metrics
- nDCG@5
- 0.000
- nDCG@10
- 0.000
- Recall@5
- 0.000
- Recall@10
- 0.000
Latency Distribution
- Mean
- 612ms
- P50 (Median)
- 612ms
- P90
- 791ms
Compare Models
See how it stacks up
Compare Voyage AI Rerank 2.5 with other top rerankers to understand the differences in performance, accuracy, and latency.